/* * Copyright (C) 2016 The Android Open Source Project * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package org.mozilla.thirdparty.com.google.android.exoplayer2.upstream; import android.content.BroadcastReceiver; import android.content.Context; import android.content.Intent; import android.content.IntentFilter; import android.net.ConnectivityManager; import android.os.Handler; import android.os.Looper; import android.util.SparseArray; import androidx.annotation.Nullable; import org.mozilla.thirdparty.com.google.android.exoplayer2.C; import org.mozilla.thirdparty.com.google.android.exoplayer2.util.Assertions; import org.mozilla.thirdparty.com.google.android.exoplayer2.util.Clock; import org.mozilla.thirdparty.com.google.android.exoplayer2.util.EventDispatcher; import org.mozilla.thirdparty.com.google.android.exoplayer2.util.SlidingPercentile; import org.mozilla.thirdparty.com.google.android.exoplayer2.util.Util; import java.lang.ref.WeakReference; import java.util.ArrayList; import java.util.Collections; import java.util.HashMap; import java.util.Map; import org.checkerframework.checker.nullness.qual.MonotonicNonNull; /** * Estimates bandwidth by listening to data transfers. * *

The bandwidth estimate is calculated using a {@link SlidingPercentile} and is updated each * time a transfer ends. The initial estimate is based on the current operator's network country * code or the locale of the user, as well as the network connection type. This can be configured in * the {@link Builder}. */ public final class DefaultBandwidthMeter implements BandwidthMeter, TransferListener { /** * Country groups used to determine the default initial bitrate estimate. The group assignment for * each country is an array of group indices for [Wifi, 2G, 3G, 4G]. */ public static final Map DEFAULT_INITIAL_BITRATE_COUNTRY_GROUPS = createInitialBitrateCountryGroupAssignment(); /** Default initial Wifi bitrate estimate in bits per second. */ public static final long[] DEFAULT_INITIAL_BITRATE_ESTIMATES_WIFI = new long[] {5_700_000, 3_500_000, 2_000_000, 1_100_000, 470_000}; /** Default initial 2G bitrate estimates in bits per second. */ public static final long[] DEFAULT_INITIAL_BITRATE_ESTIMATES_2G = new long[] {200_000, 148_000, 132_000, 115_000, 95_000}; /** Default initial 3G bitrate estimates in bits per second. */ public static final long[] DEFAULT_INITIAL_BITRATE_ESTIMATES_3G = new long[] {2_200_000, 1_300_000, 970_000, 810_000, 490_000}; /** Default initial 4G bitrate estimates in bits per second. */ public static final long[] DEFAULT_INITIAL_BITRATE_ESTIMATES_4G = new long[] {5_300_000, 3_200_000, 2_000_000, 1_400_000, 690_000}; /** * Default initial bitrate estimate used when the device is offline or the network type cannot be * determined, in bits per second. */ public static final long DEFAULT_INITIAL_BITRATE_ESTIMATE = 1_000_000; /** Default maximum weight for the sliding window. */ public static final int DEFAULT_SLIDING_WINDOW_MAX_WEIGHT = 2000; @Nullable private static DefaultBandwidthMeter singletonInstance; /** Builder for a bandwidth meter. */ public static final class Builder { @Nullable private final Context context; private SparseArray initialBitrateEstimates; private int slidingWindowMaxWeight; private Clock clock; private boolean resetOnNetworkTypeChange; /** * Creates a builder with default parameters and without listener. * * @param context A context. */ public Builder(Context context) { // Handling of null is for backward compatibility only. this.context = context == null ? null : context.getApplicationContext(); initialBitrateEstimates = getInitialBitrateEstimatesForCountry(Util.getCountryCode(context)); slidingWindowMaxWeight = DEFAULT_SLIDING_WINDOW_MAX_WEIGHT; clock = Clock.DEFAULT; resetOnNetworkTypeChange = true; } /** * Sets the maximum weight for the sliding window. * * @param slidingWindowMaxWeight The maximum weight for the sliding window. * @return This builder. */ public Builder setSlidingWindowMaxWeight(int slidingWindowMaxWeight) { this.slidingWindowMaxWeight = slidingWindowMaxWeight; return this; } /** * Sets the initial bitrate estimate in bits per second that should be assumed when a bandwidth * estimate is unavailable. * * @param initialBitrateEstimate The initial bitrate estimate in bits per second. * @return This builder. */ public Builder setInitialBitrateEstimate(long initialBitrateEstimate) { for (int i = 0; i < initialBitrateEstimates.size(); i++) { initialBitrateEstimates.setValueAt(i, initialBitrateEstimate); } return this; } /** * Sets the initial bitrate estimate in bits per second that should be assumed when a bandwidth * estimate is unavailable and the current network connection is of the specified type. * * @param networkType The {@link C.NetworkType} this initial estimate is for. * @param initialBitrateEstimate The initial bitrate estimate in bits per second. * @return This builder. */ public Builder setInitialBitrateEstimate( @C.NetworkType int networkType, long initialBitrateEstimate) { initialBitrateEstimates.put(networkType, initialBitrateEstimate); return this; } /** * Sets the initial bitrate estimates to the default values of the specified country. The * initial estimates are used when a bandwidth estimate is unavailable. * * @param countryCode The ISO 3166-1 alpha-2 country code of the country whose default bitrate * estimates should be used. * @return This builder. */ public Builder setInitialBitrateEstimate(String countryCode) { initialBitrateEstimates = getInitialBitrateEstimatesForCountry(Util.toUpperInvariant(countryCode)); return this; } /** * Sets the clock used to estimate bandwidth from data transfers. Should only be set for testing * purposes. * * @param clock The clock used to estimate bandwidth from data transfers. * @return This builder. */ public Builder setClock(Clock clock) { this.clock = clock; return this; } /** * Sets whether to reset if the network type changes. The default value is {@code true}. * * @param resetOnNetworkTypeChange Whether to reset if the network type changes. * @return This builder. */ public Builder setResetOnNetworkTypeChange(boolean resetOnNetworkTypeChange) { this.resetOnNetworkTypeChange = resetOnNetworkTypeChange; return this; } /** * Builds the bandwidth meter. * * @return A bandwidth meter with the configured properties. */ public DefaultBandwidthMeter build() { return new DefaultBandwidthMeter( context, initialBitrateEstimates, slidingWindowMaxWeight, clock, resetOnNetworkTypeChange); } private static SparseArray getInitialBitrateEstimatesForCountry(String countryCode) { int[] groupIndices = getCountryGroupIndices(countryCode); SparseArray result = new SparseArray<>(/* initialCapacity= */ 6); result.append(C.NETWORK_TYPE_UNKNOWN, DEFAULT_INITIAL_BITRATE_ESTIMATE); result.append(C.NETWORK_TYPE_WIFI, DEFAULT_INITIAL_BITRATE_ESTIMATES_WIFI[groupIndices[0]]); result.append(C.NETWORK_TYPE_2G, DEFAULT_INITIAL_BITRATE_ESTIMATES_2G[groupIndices[1]]); result.append(C.NETWORK_TYPE_3G, DEFAULT_INITIAL_BITRATE_ESTIMATES_3G[groupIndices[2]]); result.append(C.NETWORK_TYPE_4G, DEFAULT_INITIAL_BITRATE_ESTIMATES_4G[groupIndices[3]]); // Assume default Wifi bitrate for Ethernet and 5G to prevent using the slower fallback. result.append( C.NETWORK_TYPE_ETHERNET, DEFAULT_INITIAL_BITRATE_ESTIMATES_WIFI[groupIndices[0]]); result.append(C.NETWORK_TYPE_5G, DEFAULT_INITIAL_BITRATE_ESTIMATES_WIFI[groupIndices[0]]); return result; } private static int[] getCountryGroupIndices(String countryCode) { int[] groupIndices = DEFAULT_INITIAL_BITRATE_COUNTRY_GROUPS.get(countryCode); // Assume median group if not found. return groupIndices == null ? new int[] {2, 2, 2, 2} : groupIndices; } } /** * Returns a singleton instance of a {@link DefaultBandwidthMeter} with default configuration. * * @param context A {@link Context}. * @return The singleton instance. */ public static synchronized DefaultBandwidthMeter getSingletonInstance(Context context) { if (singletonInstance == null) { singletonInstance = new DefaultBandwidthMeter.Builder(context).build(); } return singletonInstance; } private static final int ELAPSED_MILLIS_FOR_ESTIMATE = 2000; private static final int BYTES_TRANSFERRED_FOR_ESTIMATE = 512 * 1024; @Nullable private final Context context; private final SparseArray initialBitrateEstimates; private final EventDispatcher eventDispatcher; private final SlidingPercentile slidingPercentile; private final Clock clock; private int streamCount; private long sampleStartTimeMs; private long sampleBytesTransferred; @C.NetworkType private int networkType; private long totalElapsedTimeMs; private long totalBytesTransferred; private long bitrateEstimate; private long lastReportedBitrateEstimate; private boolean networkTypeOverrideSet; @C.NetworkType private int networkTypeOverride; /** @deprecated Use {@link Builder} instead. */ @Deprecated public DefaultBandwidthMeter() { this( /* context= */ null, /* initialBitrateEstimates= */ new SparseArray<>(), DEFAULT_SLIDING_WINDOW_MAX_WEIGHT, Clock.DEFAULT, /* resetOnNetworkTypeChange= */ false); } private DefaultBandwidthMeter( @Nullable Context context, SparseArray initialBitrateEstimates, int maxWeight, Clock clock, boolean resetOnNetworkTypeChange) { this.context = context == null ? null : context.getApplicationContext(); this.initialBitrateEstimates = initialBitrateEstimates; this.eventDispatcher = new EventDispatcher<>(); this.slidingPercentile = new SlidingPercentile(maxWeight); this.clock = clock; // Set the initial network type and bitrate estimate networkType = context == null ? C.NETWORK_TYPE_UNKNOWN : Util.getNetworkType(context); bitrateEstimate = getInitialBitrateEstimateForNetworkType(networkType); // Register to receive connectivity actions if possible. if (context != null && resetOnNetworkTypeChange) { ConnectivityActionReceiver connectivityActionReceiver = ConnectivityActionReceiver.getInstance(context); connectivityActionReceiver.register(/* bandwidthMeter= */ this); } } /** * Overrides the network type. Handled in the same way as if the meter had detected a change from * the current network type to the specified network type internally. * *

Applications should not normally call this method. It is intended for testing purposes. * * @param networkType The overriding network type. */ public synchronized void setNetworkTypeOverride(@C.NetworkType int networkType) { networkTypeOverride = networkType; networkTypeOverrideSet = true; onConnectivityAction(); } @Override public synchronized long getBitrateEstimate() { return bitrateEstimate; } @Override @Nullable public TransferListener getTransferListener() { return this; } @Override public void addEventListener(Handler eventHandler, EventListener eventListener) { eventDispatcher.addListener(eventHandler, eventListener); } @Override public void removeEventListener(EventListener eventListener) { eventDispatcher.removeListener(eventListener); } @Override public void onTransferInitializing(DataSource source, DataSpec dataSpec, boolean isNetwork) { // Do nothing. } @Override public synchronized void onTransferStart( DataSource source, DataSpec dataSpec, boolean isNetwork) { if (!isNetwork) { return; } if (streamCount == 0) { sampleStartTimeMs = clock.elapsedRealtime(); } streamCount++; } @Override public synchronized void onBytesTransferred( DataSource source, DataSpec dataSpec, boolean isNetwork, int bytes) { if (!isNetwork) { return; } sampleBytesTransferred += bytes; } @Override public synchronized void onTransferEnd(DataSource source, DataSpec dataSpec, boolean isNetwork) { if (!isNetwork) { return; } Assertions.checkState(streamCount > 0); long nowMs = clock.elapsedRealtime(); int sampleElapsedTimeMs = (int) (nowMs - sampleStartTimeMs); totalElapsedTimeMs += sampleElapsedTimeMs; totalBytesTransferred += sampleBytesTransferred; if (sampleElapsedTimeMs > 0) { float bitsPerSecond = (sampleBytesTransferred * 8000f) / sampleElapsedTimeMs; slidingPercentile.addSample((int) Math.sqrt(sampleBytesTransferred), bitsPerSecond); if (totalElapsedTimeMs >= ELAPSED_MILLIS_FOR_ESTIMATE || totalBytesTransferred >= BYTES_TRANSFERRED_FOR_ESTIMATE) { bitrateEstimate = (long) slidingPercentile.getPercentile(0.5f); } maybeNotifyBandwidthSample(sampleElapsedTimeMs, sampleBytesTransferred, bitrateEstimate); sampleStartTimeMs = nowMs; sampleBytesTransferred = 0; } // Else any sample bytes transferred will be carried forward into the next sample. streamCount--; } private synchronized void onConnectivityAction() { int networkType = networkTypeOverrideSet ? networkTypeOverride : (context == null ? C.NETWORK_TYPE_UNKNOWN : Util.getNetworkType(context)); if (this.networkType == networkType) { return; } this.networkType = networkType; if (networkType == C.NETWORK_TYPE_OFFLINE || networkType == C.NETWORK_TYPE_UNKNOWN || networkType == C.NETWORK_TYPE_OTHER) { // It's better not to reset the bandwidth meter for these network types. return; } // Reset the bitrate estimate and report it, along with any bytes transferred. this.bitrateEstimate = getInitialBitrateEstimateForNetworkType(networkType); long nowMs = clock.elapsedRealtime(); int sampleElapsedTimeMs = streamCount > 0 ? (int) (nowMs - sampleStartTimeMs) : 0; maybeNotifyBandwidthSample(sampleElapsedTimeMs, sampleBytesTransferred, bitrateEstimate); // Reset the remainder of the state. sampleStartTimeMs = nowMs; sampleBytesTransferred = 0; totalBytesTransferred = 0; totalElapsedTimeMs = 0; slidingPercentile.reset(); } private void maybeNotifyBandwidthSample( int elapsedMs, long bytesTransferred, long bitrateEstimate) { if (elapsedMs == 0 && bytesTransferred == 0 && bitrateEstimate == lastReportedBitrateEstimate) { return; } lastReportedBitrateEstimate = bitrateEstimate; eventDispatcher.dispatch( listener -> listener.onBandwidthSample(elapsedMs, bytesTransferred, bitrateEstimate)); } private long getInitialBitrateEstimateForNetworkType(@C.NetworkType int networkType) { Long initialBitrateEstimate = initialBitrateEstimates.get(networkType); if (initialBitrateEstimate == null) { initialBitrateEstimate = initialBitrateEstimates.get(C.NETWORK_TYPE_UNKNOWN); } if (initialBitrateEstimate == null) { initialBitrateEstimate = DEFAULT_INITIAL_BITRATE_ESTIMATE; } return initialBitrateEstimate; } /* * Note: This class only holds a weak reference to DefaultBandwidthMeter instances. It should not * be made non-static, since doing so adds a strong reference (i.e. DefaultBandwidthMeter.this). */ private static class ConnectivityActionReceiver extends BroadcastReceiver { private static @MonotonicNonNull ConnectivityActionReceiver staticInstance; private final Handler mainHandler; private final ArrayList> bandwidthMeters; public static synchronized ConnectivityActionReceiver getInstance(Context context) { if (staticInstance == null) { staticInstance = new ConnectivityActionReceiver(); IntentFilter filter = new IntentFilter(); filter.addAction(ConnectivityManager.CONNECTIVITY_ACTION); context.registerReceiver(staticInstance, filter); } return staticInstance; } private ConnectivityActionReceiver() { mainHandler = new Handler(Looper.getMainLooper()); bandwidthMeters = new ArrayList<>(); } public synchronized void register(DefaultBandwidthMeter bandwidthMeter) { removeClearedReferences(); bandwidthMeters.add(new WeakReference<>(bandwidthMeter)); // Simulate an initial update on the main thread (like the sticky broadcast we'd receive if // we were to register a separate broadcast receiver for each bandwidth meter). mainHandler.post(() -> updateBandwidthMeter(bandwidthMeter)); } @Override public synchronized void onReceive(Context context, Intent intent) { if (isInitialStickyBroadcast()) { return; } removeClearedReferences(); for (int i = 0; i < bandwidthMeters.size(); i++) { WeakReference bandwidthMeterReference = bandwidthMeters.get(i); DefaultBandwidthMeter bandwidthMeter = bandwidthMeterReference.get(); if (bandwidthMeter != null) { updateBandwidthMeter(bandwidthMeter); } } } private void updateBandwidthMeter(DefaultBandwidthMeter bandwidthMeter) { bandwidthMeter.onConnectivityAction(); } private void removeClearedReferences() { for (int i = bandwidthMeters.size() - 1; i >= 0; i--) { WeakReference bandwidthMeterReference = bandwidthMeters.get(i); DefaultBandwidthMeter bandwidthMeter = bandwidthMeterReference.get(); if (bandwidthMeter == null) { bandwidthMeters.remove(i); } } } } private static Map createInitialBitrateCountryGroupAssignment() { HashMap countryGroupAssignment = new HashMap<>(); countryGroupAssignment.put("AD", new int[] {1, 1, 0, 0}); countryGroupAssignment.put("AE", new int[] {1, 4, 4, 4}); countryGroupAssignment.put("AF", new int[] {4, 4, 3, 3}); countryGroupAssignment.put("AG", new int[] {3, 1, 0, 1}); countryGroupAssignment.put("AI", new int[] {1, 0, 0, 3}); countryGroupAssignment.put("AL", new int[] {1, 2, 0, 1}); countryGroupAssignment.put("AM", new int[] {2, 2, 2, 2}); countryGroupAssignment.put("AO", new int[] {3, 4, 2, 0}); countryGroupAssignment.put("AR", new int[] {2, 3, 2, 2}); countryGroupAssignment.put("AS", new int[] {3, 0, 4, 2}); countryGroupAssignment.put("AT", new int[] {0, 3, 0, 0}); countryGroupAssignment.put("AU", new int[] {0, 3, 0, 1}); countryGroupAssignment.put("AW", new int[] {1, 1, 0, 3}); countryGroupAssignment.put("AX", new int[] {0, 3, 0, 2}); countryGroupAssignment.put("AZ", new int[] {3, 3, 3, 3}); countryGroupAssignment.put("BA", new int[] {1, 1, 0, 1}); countryGroupAssignment.put("BB", new int[] {0, 2, 0, 0}); countryGroupAssignment.put("BD", new int[] {2, 1, 3, 3}); countryGroupAssignment.put("BE", new int[] {0, 0, 0, 1}); countryGroupAssignment.put("BF", new int[] {4, 4, 4, 1}); countryGroupAssignment.put("BG", new int[] {0, 1, 0, 0}); countryGroupAssignment.put("BH", new int[] {2, 1, 3, 4}); countryGroupAssignment.put("BI", new int[] {4, 4, 4, 4}); countryGroupAssignment.put("BJ", new int[] {4, 4, 4, 4}); countryGroupAssignment.put("BL", new int[] {1, 0, 2, 2}); countryGroupAssignment.put("BM", new int[] {1, 2, 0, 0}); countryGroupAssignment.put("BN", new int[] {4, 1, 3, 2}); countryGroupAssignment.put("BO", new int[] {1, 2, 3, 2}); countryGroupAssignment.put("BQ", new int[] {1, 1, 2, 4}); countryGroupAssignment.put("BR", new int[] {2, 3, 3, 2}); countryGroupAssignment.put("BS", new int[] {2, 1, 1, 4}); countryGroupAssignment.put("BT", new int[] {3, 0, 3, 1}); countryGroupAssignment.put("BW", new int[] {4, 4, 1, 2}); countryGroupAssignment.put("BY", new int[] {0, 1, 1, 2}); countryGroupAssignment.put("BZ", new int[] {2, 2, 2, 1}); countryGroupAssignment.put("CA", new int[] {0, 3, 1, 3}); countryGroupAssignment.put("CD", new int[] {4, 4, 2, 2}); countryGroupAssignment.put("CF", new int[] {4, 4, 3, 0}); countryGroupAssignment.put("CG", new int[] {3, 4, 2, 4}); countryGroupAssignment.put("CH", new int[] {0, 0, 1, 0}); countryGroupAssignment.put("CI", new int[] {3, 4, 3, 3}); countryGroupAssignment.put("CK", new int[] {2, 4, 1, 0}); countryGroupAssignment.put("CL", new int[] {1, 2, 2, 3}); countryGroupAssignment.put("CM", new int[] {3, 4, 3, 1}); countryGroupAssignment.put("CN", new int[] {2, 0, 2, 3}); countryGroupAssignment.put("CO", new int[] {2, 3, 2, 2}); countryGroupAssignment.put("CR", new int[] {2, 3, 4, 4}); countryGroupAssignment.put("CU", new int[] {4, 4, 3, 1}); countryGroupAssignment.put("CV", new int[] {2, 3, 1, 2}); countryGroupAssignment.put("CW", new int[] {1, 1, 0, 0}); countryGroupAssignment.put("CY", new int[] {1, 1, 0, 0}); countryGroupAssignment.put("CZ", new int[] {0, 1, 0, 0}); countryGroupAssignment.put("DE", new int[] {0, 1, 1, 3}); countryGroupAssignment.put("DJ", new int[] {4, 3, 4, 1}); countryGroupAssignment.put("DK", new int[] {0, 0, 1, 1}); countryGroupAssignment.put("DM", new int[] {1, 0, 1, 3}); countryGroupAssignment.put("DO", new int[] {3, 3, 4, 4}); countryGroupAssignment.put("DZ", new int[] {3, 3, 4, 4}); countryGroupAssignment.put("EC", new int[] {2, 3, 4, 3}); countryGroupAssignment.put("EE", new int[] {0, 1, 0, 0}); countryGroupAssignment.put("EG", new int[] {3, 4, 2, 2}); countryGroupAssignment.put("EH", new int[] {2, 0, 3, 3}); countryGroupAssignment.put("ER", new int[] {4, 2, 2, 0}); countryGroupAssignment.put("ES", new int[] {0, 1, 1, 1}); countryGroupAssignment.put("ET", new int[] {4, 4, 4, 0}); countryGroupAssignment.put("FI", new int[] {0, 0, 1, 0}); countryGroupAssignment.put("FJ", new int[] {3, 0, 3, 3}); countryGroupAssignment.put("FK", new int[] {3, 4, 2, 2}); countryGroupAssignment.put("FM", new int[] {4, 0, 4, 0}); countryGroupAssignment.put("FO", new int[] {0, 0, 0, 0}); countryGroupAssignment.put("FR", new int[] {1, 0, 3, 1}); countryGroupAssignment.put("GA", new int[] {3, 3, 2, 2}); countryGroupAssignment.put("GB", new int[] {0, 1, 3, 3}); countryGroupAssignment.put("GD", new int[] {2, 0, 4, 4}); countryGroupAssignment.put("GE", new int[] {1, 1, 1, 4}); countryGroupAssignment.put("GF", new int[] {2, 3, 4, 4}); countryGroupAssignment.put("GG", new int[] {0, 1, 0, 0}); countryGroupAssignment.put("GH", new int[] {3, 3, 2, 2}); countryGroupAssignment.put("GI", new int[] {0, 0, 0, 1}); countryGroupAssignment.put("GL", new int[] {2, 2, 0, 2}); countryGroupAssignment.put("GM", new int[] {4, 4, 3, 4}); countryGroupAssignment.put("GN", new int[] {3, 4, 4, 2}); countryGroupAssignment.put("GP", new int[] {2, 1, 1, 4}); countryGroupAssignment.put("GQ", new int[] {4, 4, 3, 0}); countryGroupAssignment.put("GR", new int[] {1, 1, 0, 2}); countryGroupAssignment.put("GT", new int[] {3, 3, 3, 3}); countryGroupAssignment.put("GU", new int[] {1, 2, 4, 4}); countryGroupAssignment.put("GW", new int[] {4, 4, 4, 1}); countryGroupAssignment.put("GY", new int[] {3, 2, 1, 1}); countryGroupAssignment.put("HK", new int[] {0, 2, 3, 4}); countryGroupAssignment.put("HN", new int[] {3, 2, 3, 2}); countryGroupAssignment.put("HR", new int[] {1, 1, 0, 1}); countryGroupAssignment.put("HT", new int[] {4, 4, 4, 4}); countryGroupAssignment.put("HU", new int[] {0, 1, 0, 0}); countryGroupAssignment.put("ID", new int[] {3, 2, 3, 4}); countryGroupAssignment.put("IE", new int[] {1, 0, 1, 1}); countryGroupAssignment.put("IL", new int[] {0, 0, 2, 3}); countryGroupAssignment.put("IM", new int[] {0, 0, 0, 1}); countryGroupAssignment.put("IN", new int[] {2, 2, 4, 4}); countryGroupAssignment.put("IO", new int[] {4, 2, 2, 2}); countryGroupAssignment.put("IQ", new int[] {3, 3, 4, 2}); countryGroupAssignment.put("IR", new int[] {3, 0, 2, 2}); countryGroupAssignment.put("IS", new int[] {0, 1, 0, 0}); countryGroupAssignment.put("IT", new int[] {1, 0, 1, 2}); countryGroupAssignment.put("JE", new int[] {1, 0, 0, 1}); countryGroupAssignment.put("JM", new int[] {2, 3, 3, 1}); countryGroupAssignment.put("JO", new int[] {1, 2, 1, 2}); countryGroupAssignment.put("JP", new int[] {0, 2, 1, 1}); countryGroupAssignment.put("KE", new int[] {3, 4, 4, 3}); countryGroupAssignment.put("KG", new int[] {1, 1, 2, 2}); countryGroupAssignment.put("KH", new int[] {1, 0, 4, 4}); countryGroupAssignment.put("KI", new int[] {4, 4, 4, 4}); countryGroupAssignment.put("KM", new int[] {4, 3, 2, 3}); countryGroupAssignment.put("KN", new int[] {1, 0, 1, 3}); countryGroupAssignment.put("KP", new int[] {4, 2, 4, 2}); countryGroupAssignment.put("KR", new int[] {0, 1, 1, 1}); countryGroupAssignment.put("KW", new int[] {2, 3, 1, 1}); countryGroupAssignment.put("KY", new int[] {1, 1, 0, 1}); countryGroupAssignment.put("KZ", new int[] {1, 2, 2, 3}); countryGroupAssignment.put("LA", new int[] {2, 2, 1, 1}); countryGroupAssignment.put("LB", new int[] {3, 2, 0, 0}); countryGroupAssignment.put("LC", new int[] {1, 1, 0, 0}); countryGroupAssignment.put("LI", new int[] {0, 0, 2, 4}); countryGroupAssignment.put("LK", new int[] {2, 1, 2, 3}); countryGroupAssignment.put("LR", new int[] {3, 4, 3, 1}); countryGroupAssignment.put("LS", new int[] {3, 3, 2, 0}); countryGroupAssignment.put("LT", new int[] {0, 0, 0, 0}); countryGroupAssignment.put("LU", new int[] {0, 0, 0, 0}); countryGroupAssignment.put("LV", new int[] {0, 0, 0, 0}); countryGroupAssignment.put("LY", new int[] {4, 4, 4, 4}); countryGroupAssignment.put("MA", new int[] {2, 1, 2, 1}); countryGroupAssignment.put("MC", new int[] {0, 0, 0, 1}); countryGroupAssignment.put("MD", new int[] {1, 1, 0, 0}); countryGroupAssignment.put("ME", new int[] {1, 2, 1, 2}); countryGroupAssignment.put("MF", new int[] {1, 1, 1, 1}); countryGroupAssignment.put("MG", new int[] {3, 4, 2, 2}); countryGroupAssignment.put("MH", new int[] {4, 0, 2, 4}); countryGroupAssignment.put("MK", new int[] {1, 0, 0, 0}); countryGroupAssignment.put("ML", new int[] {4, 4, 2, 0}); countryGroupAssignment.put("MM", new int[] {3, 3, 1, 2}); countryGroupAssignment.put("MN", new int[] {2, 3, 2, 3}); countryGroupAssignment.put("MO", new int[] {0, 0, 4, 4}); countryGroupAssignment.put("MP", new int[] {0, 2, 4, 4}); countryGroupAssignment.put("MQ", new int[] {2, 1, 1, 4}); countryGroupAssignment.put("MR", new int[] {4, 2, 4, 2}); countryGroupAssignment.put("MS", new int[] {1, 2, 3, 3}); countryGroupAssignment.put("MT", new int[] {0, 1, 0, 0}); countryGroupAssignment.put("MU", new int[] {2, 2, 3, 4}); countryGroupAssignment.put("MV", new int[] {4, 3, 0, 2}); countryGroupAssignment.put("MW", new int[] {3, 2, 1, 0}); countryGroupAssignment.put("MX", new int[] {2, 4, 4, 3}); countryGroupAssignment.put("MY", new int[] {2, 2, 3, 3}); countryGroupAssignment.put("MZ", new int[] {3, 3, 2, 1}); countryGroupAssignment.put("NA", new int[] {3, 3, 2, 1}); countryGroupAssignment.put("NC", new int[] {2, 0, 3, 3}); countryGroupAssignment.put("NE", new int[] {4, 4, 4, 3}); countryGroupAssignment.put("NF", new int[] {1, 2, 2, 2}); countryGroupAssignment.put("NG", new int[] {3, 4, 3, 1}); countryGroupAssignment.put("NI", new int[] {3, 3, 4, 4}); countryGroupAssignment.put("NL", new int[] {0, 2, 3, 3}); countryGroupAssignment.put("NO", new int[] {0, 1, 1, 0}); countryGroupAssignment.put("NP", new int[] {2, 2, 2, 2}); countryGroupAssignment.put("NR", new int[] {4, 0, 3, 1}); countryGroupAssignment.put("NZ", new int[] {0, 0, 1, 2}); countryGroupAssignment.put("OM", new int[] {3, 2, 1, 3}); countryGroupAssignment.put("PA", new int[] {1, 3, 3, 4}); countryGroupAssignment.put("PE", new int[] {2, 3, 4, 4}); countryGroupAssignment.put("PF", new int[] {2, 2, 0, 1}); countryGroupAssignment.put("PG", new int[] {4, 3, 3, 1}); countryGroupAssignment.put("PH", new int[] {3, 0, 3, 4}); countryGroupAssignment.put("PK", new int[] {3, 3, 3, 3}); countryGroupAssignment.put("PL", new int[] {1, 0, 1, 3}); countryGroupAssignment.put("PM", new int[] {0, 2, 2, 0}); countryGroupAssignment.put("PR", new int[] {1, 2, 3, 3}); countryGroupAssignment.put("PS", new int[] {3, 3, 2, 4}); countryGroupAssignment.put("PT", new int[] {1, 1, 0, 0}); countryGroupAssignment.put("PW", new int[] {2, 1, 2, 0}); countryGroupAssignment.put("PY", new int[] {2, 0, 2, 3}); countryGroupAssignment.put("QA", new int[] {2, 2, 1, 2}); countryGroupAssignment.put("RE", new int[] {1, 0, 2, 2}); countryGroupAssignment.put("RO", new int[] {0, 1, 1, 2}); countryGroupAssignment.put("RS", new int[] {1, 2, 0, 0}); countryGroupAssignment.put("RU", new int[] {0, 1, 1, 1}); countryGroupAssignment.put("RW", new int[] {4, 4, 2, 4}); countryGroupAssignment.put("SA", new int[] {2, 2, 2, 1}); countryGroupAssignment.put("SB", new int[] {4, 4, 3, 0}); countryGroupAssignment.put("SC", new int[] {4, 2, 0, 1}); countryGroupAssignment.put("SD", new int[] {4, 4, 4, 3}); countryGroupAssignment.put("SE", new int[] {0, 1, 0, 0}); countryGroupAssignment.put("SG", new int[] {0, 2, 3, 3}); countryGroupAssignment.put("SH", new int[] {4, 4, 2, 3}); countryGroupAssignment.put("SI", new int[] {0, 0, 0, 0}); countryGroupAssignment.put("SJ", new int[] {2, 0, 2, 4}); countryGroupAssignment.put("SK", new int[] {0, 1, 0, 0}); countryGroupAssignment.put("SL", new int[] {4, 3, 3, 3}); countryGroupAssignment.put("SM", new int[] {0, 0, 2, 4}); countryGroupAssignment.put("SN", new int[] {3, 4, 4, 2}); countryGroupAssignment.put("SO", new int[] {3, 4, 4, 3}); countryGroupAssignment.put("SR", new int[] {2, 2, 1, 0}); countryGroupAssignment.put("SS", new int[] {4, 3, 4, 3}); countryGroupAssignment.put("ST", new int[] {3, 4, 2, 2}); countryGroupAssignment.put("SV", new int[] {2, 3, 3, 4}); countryGroupAssignment.put("SX", new int[] {2, 4, 1, 0}); countryGroupAssignment.put("SY", new int[] {4, 3, 2, 1}); countryGroupAssignment.put("SZ", new int[] {4, 4, 3, 4}); countryGroupAssignment.put("TC", new int[] {1, 2, 1, 1}); countryGroupAssignment.put("TD", new int[] {4, 4, 4, 2}); countryGroupAssignment.put("TG", new int[] {3, 3, 1, 0}); countryGroupAssignment.put("TH", new int[] {1, 3, 4, 4}); countryGroupAssignment.put("TJ", new int[] {4, 4, 4, 4}); countryGroupAssignment.put("TL", new int[] {4, 2, 4, 4}); countryGroupAssignment.put("TM", new int[] {4, 1, 2, 2}); countryGroupAssignment.put("TN", new int[] {2, 2, 1, 2}); countryGroupAssignment.put("TO", new int[] {3, 3, 3, 1}); countryGroupAssignment.put("TR", new int[] {2, 2, 1, 2}); countryGroupAssignment.put("TT", new int[] {1, 3, 1, 2}); countryGroupAssignment.put("TV", new int[] {4, 2, 2, 4}); countryGroupAssignment.put("TW", new int[] {0, 0, 0, 0}); countryGroupAssignment.put("TZ", new int[] {3, 3, 4, 3}); countryGroupAssignment.put("UA", new int[] {0, 2, 1, 2}); countryGroupAssignment.put("UG", new int[] {4, 3, 3, 2}); countryGroupAssignment.put("US", new int[] {1, 1, 3, 3}); countryGroupAssignment.put("UY", new int[] {2, 2, 1, 1}); countryGroupAssignment.put("UZ", new int[] {2, 2, 2, 2}); countryGroupAssignment.put("VA", new int[] {1, 2, 4, 2}); countryGroupAssignment.put("VC", new int[] {2, 0, 2, 4}); countryGroupAssignment.put("VE", new int[] {4, 4, 4, 3}); countryGroupAssignment.put("VG", new int[] {3, 0, 1, 3}); countryGroupAssignment.put("VI", new int[] {1, 1, 4, 4}); countryGroupAssignment.put("VN", new int[] {0, 2, 4, 4}); countryGroupAssignment.put("VU", new int[] {4, 1, 3, 1}); countryGroupAssignment.put("WS", new int[] {3, 3, 3, 2}); countryGroupAssignment.put("XK", new int[] {1, 2, 1, 0}); countryGroupAssignment.put("YE", new int[] {4, 4, 4, 3}); countryGroupAssignment.put("YT", new int[] {2, 2, 2, 3}); countryGroupAssignment.put("ZA", new int[] {2, 4, 2, 2}); countryGroupAssignment.put("ZM", new int[] {3, 2, 2, 1}); countryGroupAssignment.put("ZW", new int[] {3, 3, 2, 1}); return Collections.unmodifiableMap(countryGroupAssignment); } }